Content Analysis
8 Powerful Tools
Understand exactly why your content ranks—or doesn't. Our AI-powered Answer Engine Optimization (AEO) analysis suite reveals hidden opportunities, identifies content gaps, and shows you precisely what AI search engines like ChatGPT and Google AI need to cite your content.
8 Analysis Tools That
Transform Your Content Strategy
Every feature is designed to answer one question: What does your content need to become the authoritative source AI engines cite?
AI Content Scorer
Get an instant, comprehensive score showing how well your content aligns with what AI engines prioritize. Our scorer analyzes over 50 ranking factors including E-E-A-T signals, semantic depth, factual density, and structural clarity.
- Real-time scoring as you write
- Actionable improvement suggestions
- Competitor score comparison
- Historical score tracking
How It Works
Paste your content or URL, and within seconds receive a detailed breakdown across key categories: Authority Signals, Semantic Coverage, Structural Quality, and Citation Potential. Each category includes specific recommendations to improve your score.
+47% Citation Rate
People Also Ask Scraper
Uncover the exact questions your audience is asking—before your competitors do. Our PAA Scraper mines Google's "People Also Ask" boxes across thousands of queries, revealing the question patterns that drive AI-sourced answers.
- Unlimited keyword expansion
- Question clustering by intent
- Export to content briefs
- Competitive question gap analysis
Why PAA Matters for AEO
AI engines like ChatGPT and Perplexity draw heavily from content that directly answers common questions. By structuring your content around PAA queries, you dramatically increase your chances of being cited.
50-200+ Questions
Entity Gap Analysis
Discover the entities—people, places, concepts, and things—that top-ranking content includes but yours doesn't. Our AI compares your content against knowledge graphs to identify exactly which entities you need to establish topical authority.
- Knowledge graph integration
- Entity relationship mapping
- Priority-ranked entity suggestions
- Semantic context recommendations
The Entity Advantage
AI engines understand content through entities and their relationships. Missing key entities signals incomplete coverage. Our analysis ensures your content speaks the same language as AI knowledge systems.
3x More Complete
Question Mining Tool
Go beyond PAA with deep question mining from forums, Reddit, Quora, and industry communities. Understand the nuanced questions your audience asks in their own words—the questions AI is trained to answer.
- Multi-platform question discovery
- Sentiment and intent analysis
- Trending question alerts
- Question-to-content mapping
Real Questions, Real Answers
AI models are trained on real human conversations. By mining questions from where people actually discuss your topics, you create content that matches the exact phrasing AI engines recognize and cite.
15+ Platforms
Topic Clustering Engine
Build topical authority with SERP-based keyword clustering. Our engine groups related keywords by search intent and creates content hub strategies that establish you as the definitive source on any topic.
- SERP similarity clustering
- Pillar-cluster content mapping
- Internal linking recommendations
- Content gap identification
Authority Through Architecture
AI engines prefer authoritative sources. By clustering your content strategically, you signal comprehensive topic coverage—the hallmark of an authority that deserves to be cited.
+85% Coverage
Content Freshness Monitor
Keep your content relevant with automatic freshness tracking. Our monitor alerts you when content needs updating, tracks competitor refresh rates, and identifies time-sensitive topics requiring immediate attention.
- Automated freshness scoring
- Update priority recommendations
- Competitor update tracking
- Scheduled refresh reminders
Fresh Content Wins
AI engines prioritize current, accurate information. Outdated content gets dropped from citations. Stay ahead with proactive freshness monitoring that keeps your content citation-worthy.
Unlimited Pages
Competitor Gap Finder
See exactly what your competitors cover that you don't—and vice versa. Our gap finder analyzes competing content to reveal opportunities where you can provide superior coverage and steal AI citations.
- Multi-competitor analysis
- Topic coverage comparison
- Content depth scoring
- Opportunity prioritization
Win the Content Race
In AEO, the most comprehensive source wins. By identifying gaps in competitor coverage, you can create content that fills voids—becoming the obvious choice for AI citation.
25-100+ Opportunities
Readability Analyzer
Optimize your content for both humans and AI. Our analyzer evaluates reading level, sentence structure, and clarity—ensuring your content is accessible enough for AI to confidently cite while remaining engaging for readers.
- Multiple readability metrics
- Sentence complexity analysis
- Jargon and clarity scoring
- Industry-specific benchmarks
Clarity Drives Citations
AI engines favor clear, well-structured content they can confidently extract and cite. Overly complex or poorly organized content gets skipped. Our analyzer ensures your expertise shines through clearly.
Grade 8-10
Ready to Transform
Your Content Strategy?
Join thousands of content teams using SIGMAEO's Content Analysis module to dominate AI citations. Start your free trial today—no credit card required.